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Könyv Artificial Intelligence in Gastrointestinal Cancers Venkatesan Amouda

Artificial Intelligence in Gastrointestinal Cancers

Szerző: Venkatesan Amouda, Ampasala Dinakara Rao
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Elsevier Science
Elérhetőség: Kiadói készleten rendelésre
Küldés 28-34 napon belül
74 735 Ft
Artificial Intelligence in Gastrointestinal Cancers examines the transformative impact of AI technol...

Információk a könyvről

Szerző
Venkatesan Amouda, Ampasala Dinakara Rao
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2026
oldal
500
EAN
9780443441219
ISBN
0443441219
Enbook ID
48930867
Kiadó
Elsevier Science
Súly
450

Teljes leírás

Artificial Intelligence in Gastrointestinal Cancers examines the transformative impact of AI technologies on diagnosing and treating gastrointestinal malignancies. This book explores how advanced algorithms, particularly deep learning models, enhance the analysis of medical imaging, including endoscopic, MRI, and CT scans, facilitating earlier and more accurate identification of cancers such as esophageal, stomach, colorectal, and pancreatic cancers. The content covers AI's multifaceted applications, from improving diagnostic accuracy to personalizing treatment strategies based on genomic and clinical data. It discusses how machine learning predicts patient outcomes and optimizes treatment plans while also addressing AI's role in accelerating drug discovery and clinical trials. For an academic audience, this book provides crucial insights into AI's current and future applications in GI oncology. Readers gain a comprehensive understanding of AI diagnostic tools and personalized treatment strategies, equipping researchers and clinicians with the knowledge to leverage these advancements for improved patient care and outcomes in gastrointestinal cancers.

  • Provides a comprehensive overview of how AI algorithms are applied in the early detection and diagnosis of gastrointestinal cancers
  • Highlights the role of machine learning in analyzing large datasets to predict treatment responses and patient outcomes
  • Outlines how AI accelerates the process of drug discovery and optimizes clinical trial design

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